Web and Big Data: Third International Joint Conference, APWeb-WAIM 2019, Chengdu, China, August 1–3, 2019, Proceedings, Part I

Description

This two-volume set, LNCS 11641 and 11642, constitutes the thoroughly refereed proceedings of the Third International Joint Conference, APWeb-WAIM 2019, held in Chengdu, China, in August 2019. The 42 full papers presented together with 17 short papers, and 6 demonstration papers were carefully reviewed and selected from 180 submissions. The papers are organized around the following topics: Big Data Analytics; Data and Information Quality; Data Mining and Application; Graph Data and Social Networks; Information Extraction and Retrieval; Knowledge Graph; Machine Learning; Recommender Systems; Storage, Indexing and Physical Database Design; Spatial, Temporal and Multimedia Databases; Text Analysis and Mining; and Demo. Front Matter ....Pages i-xx Front Matter ....Pages 1-1 A Framework for Image Dark Data Assessment (Yu Liu, Yangtao Wang, Ke Zhou, Yujuan Yang, Yifei Liu, Jingkuan Song et al.)....Pages 3-18 Medical Treatment Migration Prediction in Healthcare via Attention-Based Bidirectional GRU (Lin Cheng, Yongjian Ren, Kun Zhang, Yuliang Shi)....Pages 19-34 WRL: A Combined Model for Short-Term Load Forecasting (Yuecan Liu, Kun Zhang, Shuai Zhen, Yongming Guan, Yuliang Shi)....Pages 35-42 Front Matter ....Pages 43-43 DeepAM: Deep Semantic Address Representation for Address Matching (Shuangli Shan, Zhixu Li, Yang Qiang, An Liu, Jiajie Xu, Zhigang Chen)....Pages 45-60 Drawing CoCo Core-Sets from Incomplete Relational Data (Yongnan Liu, Jianzhong Li)....Pages 61-76 Reducing Wrong Labels for Distant Supervision Relation Extraction with Selective Capsule Network (Zihao Wang, Yong Zhang, Chunxiao Xing)....Pages 77-92 Front Matter ....Pages 93-93 Coupled Semi-supervised Clustering: Exploring Attribute Correlations in Heterogeneous Information Networks (Jianan Zhao, Ding Xiao, Linmei Hu, Chuan Shi)....Pages 95-109 PrivBUD-Wise: Differentially Private Frequent Itemsets Mining in High-Dimensional Databases (Jingxin Xu, Kai Han, Pingping Song, Chaoting Xu, Fei Gui)....Pages 110-124 A Learning Approach for Topic-Aware Influence Maximization (Shan Tian, Ping Zhang, Songsong Mo, Liwei Wang, Zhiyong Peng)....Pages 125-140 DeepDial: Passage Completion on Dialogs (Nan Hu, Jianyun Zhou, Xiaojun Wan)....Pages 141-155 A Survival Certification Model Based on Active Learning over Medical Insurance Data (Yongjian Ren, Kun Zhang, Yuliang Shi)....Pages 156-170 A Novel Approach for Air Quality Inference and Prediction Based on DBU-LSTM (Liang Ge, Aoli Zhou, Junling Liu, Hang Li)....Pages 171-186 Predictive Role Discovery of Research Teams Using Ordinal Factorization Machines (Tong Liu, Weijian Ni, Qingtian Zeng, Nengfu Xie)....Pages 187-195 Deep Learning for Online Display Advertising User Clicks and Interests Prediction (Zhabiz Gharibshah, Xingquan Zhu, Arthur Hainline, Michael Conway)....Pages 196-204 Front Matter ....Pages 205-205 In Pursuit of Social Capital: Upgrading Social Circle Through Edge Rewiring (Qian Chen, Hongyi Su, Jiamou Liu, Bo Yan, Hong Zheng, He Zhao)....Pages 207-222 Distributed Landmark Selection for Lower Bound Estimation of Distances in Large Graphs (Mingdao Li, Peng Peng, Yang Xu, Hao Xia, Zheng Qin)....Pages 223-239 AERIAL: An Efficient Randomized Incentive-Based Influence Maximization Algorithm (Yongyue Sun, Qingyun Wang, Hongyan Li)....Pages 240-254 Cider: Highly Efficient Processing of Densely Overlapped Communities in Big Graphs (Yadi Chen, Wen Bai, Runyuan Chen, Di Wu, Guoqiao Ye, Zhichuan Huang)....Pages 255-263 Time Optimal Profit Maximization in a Social Network (Yong Liu, Zitu Liu, Shengnan Xie, Xiaokun Li)....Pages 264-272 Iterative Hypergraph Computation Based on Hyperedge-Connected Graphs (Kaiqiang Yu, Yu Gu, Shuo Yao, Zhen Song, Ge Yu)....Pages 273-280 How to Reach: Discovering Multi-resolution Paths on Large Scale Networks (Zhaokun Zhang, Ning Yang, Philip S. Yu)....Pages 281-288 Analysis and Management to Hash-Based Graph and Rank (Yangtao Wang, Yu Liu, Yifei Liu, Ke Zhou, Yujuan Yang, Jiangfeng Zeng et al.)....Pages 289-296 Front Matter ....Pages 297-297 Two-Encoder Pointer-Generator Network for Summarizing Segments of Long Articles (Junhao Li, Mizuho Iwaihara)....Pages 299-313 Enhancing Joint Entity and Relation Extraction with Language Modeling and Hierarchical Attention (Renjun Chi, Bin Wu, Linmei Hu, Yunlei Zhang)....Pages 314-328 An Unsupervised Learning Approach for NER Based on Online Encyclopedia (Maolong Li, Qiang Yang, Fuzhen He, Zhixu Li, Pengpeng Zhao, Lei Zhao et al.)....Pages 329-344 Pseudo Topic Analysis for Boosting Pseudo Relevance Feedback (Rong Yan, Guanglai Gao)....Pages 345-361 Front Matter ....Pages 363-363 Leveraging Domain Context for Question Answering over Knowledge Graph (Peihao Tong, Junjie Yao, Linzi He, Liang Xu)....Pages 365-381 Leveraging Lexical Semantic Information for Learning Concept-Based Multiple Embedding Representations for Knowledge Graph Completion (Yashen Wang, Yifeng Liu, Huanhuan Zhang, Haiyong Xie)....Pages 382-397 Efficient Distributed Knowledge Representation Learning for Large Knowledge Graphs (Lele Chai, Xin Wang, Baozhu Liu, Yajun Yang)....Pages 398-413 Coherence and Salience-Based Multi-Document Relationship Mining (Yongpan Sheng, Zenglin Xu)....Pages 414-430 Correction to: A Framework for Image Dark Data Assessment (Yu Liu, Yangtao Wang, Ke Zhou, Yujuan Yang, Yifei Liu, Jingkuan Song et al.)....Pages C1-C1 Back Matter ....Pages 431-433